Salient Imagenet

Class: 880 (Unicycle), Feature: 1274

This feature is spurious for class Unicycle. It is the most important feature for class Unicycle.

Below, we display the five Unicycle images that most highly activate the feature, along with the Neural Activation Map (heatmap) and Feature Attack for each image. These are the same as the images shown to crowdworkers to annotate this class-feature pair.

We additionally provide the full responses of the five crowdworkers that annotated this pair, as well as links to other related pairs (i.e. same class or same feature).

MTurk Worker Annotations

core

spurious

core

spurious

Main Focus	Confidence	Explanation
Background	5	Focus is on background.
Separate Object	4	Focus is on some other object
Separate Object	4	Focus is on the person who are on the unicycle. not on the unicycle.
Separate Object	4	The main object is unicycle but the focus is on other object.
Separate Object	4	Focus is on part of the human body not main object

spurious

Related Class-Feature Pairs

Important Features for Unicycle

There are 2 features annotated as core and 3 features annotated as spurious for Unicycle. Core features include 62, 348. Spurious features include 454, 1274, 1485.

Classes where Feature 1274 is among Most Important (i.e. top-5)

Feature 1274 is spurious for the following classes: Tandem Bicycle, Chainsaw, Marimba, Miniskirt, Unicycle.